Rain lashed against the windows as Amelia walked in, late from work. She dropped her bag, fatigue settling heavy in her shoulders. The smell of something savory filled the air, and she found Liam in the kitchen, carefully stirring a pot of what looked like her mother's lentil soup. He turned, a hesitant smile on his face. "I... tried," he mumbled, gesturing with the spoon.

Her throat tightened. He knew how much she missed her family, how much the taste of home meant to her. She moved forward, taking the spoon from him. "It looks... nearly perfect," she said, her voice soft. She took a tentative taste, savoring the familiar warmth. "You've been... learning?" she asked, her eyes searching his. He blushed, nodding shyly.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444